name: dff_document_qa_llm_skill
display_name: LLM-based Q&A on Documents Skill using Transformers LLM
component_type: Generative
model_type: NN-based
is_customizable: false
author: publisher@deeppavlov.ai
description:
  Transformers-based generative skill that answers the user's questions about a given document.
  Uses doc_retriever to select the most relevant parts of the document and Transformers LLM
  to generate the response based on the context, the question, and the selected parts.
ram_usage: 150M
gpu_usage: null
group: skills
connector:
  protocol: http
  timeout: 120.0
  url: http://dff-document-qa-transformers-llm-skill:8186/respond
dialog_formatter:
  name: state_formatters.dp_formatters:dff_prompted_skill_formatter
  skill_name: dff_document_qa_llm_skill
response_formatter: state_formatters.dp_formatters:skill_with_attributes_formatter_service
previous_services:
  - skill_selectors
required_previous_services: null
state_manager_method: add_hypothesis
tags: null
endpoint: respond
service: skills/dff_document_qa_llm_skill/service_configs/dff-document-qa-transformers-llm-skill
date_created: "2023-03-16T09:45:32"
